Euclidean Metric Definition The Euclidean metric is the standard metric on Rn, defined as:d(x,y)=∑i=1n(xi−yi)2. In R this is equivalent to the absolute value function, and in R, R2 and R3 it is equivalent to the intuitive notion of measuring distances, equivalent to the Pythagorean theorem.